MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55001
monteiro-consulting
eaight Claim
An AI-native web browser that exposes a full MCP server, letting Claude Code, C…
N/A N/A
55002
minhdo01011990-glitch
Automates SEO report generation from Google Drive data via Claude Desktop, supp…
N/A N/A
55003
Cubiczan
Connects Off Grid mobile app to Cubiczan's multi-agent intelligence, exposing a…
55004
lazy-dinosaur
Enables AI models to test and interact with Electron applications using Playwri…
N/A N/A
55005
Baneado98
web-doctor Claim
Enables live website health checks including TLS, HTTPS, and security headers, …
55006
RemseyMailjard
A minimal MCP server demo with tools for ping, addition, and fetching current U…
55007
88plug
screen-mcp Claim
An MCP server that gives a model eyes and hands on a Linux Wayland desktop, ena…
N/A N/A
55008 N/A N/A 95
55009
mchristoffers
hafasmcp Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
55010
samerhasan
Exposes internal company services as LLM-callable MCP tools, enabling AI agents…
55011
Codenetic-tech
Enables AI models to securely interact with Frappe Framework/ERPNext instances,…
55012
jaysm03
MCP server that integrates Google's Gemini 2.5 Pro with real-time Google Search…
N/A N/A
55013
markswendsen-code
mcp-tmobile Claim
Automates T-Mobile account interactions such as viewing usage, paying bills, an…
N/A N/A
55014
openbiocure
Enables inter-agent communication via RabbitMQ, allowing agents to ask and answ…
55015
ccchenhuohuo
Remote MCP server for read-only Sorftime Enterprise API access, enabling produc…
N/A N/A
55016
TheAlmightyMight
Enables LLMs to interact with Pixso design files through a custom plugin, provi…
N/A N/A
55017
tsuruokashun08
Provides Japanese tax and invoice utilities such as consumption tax calculation…
N/A N/A
55018
ghul0
club-mcp Claim
Read-only MCP server for the Hyper Human Club / Fluent Community REST API. Enab…
55019
Kitty-Punch
Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-w…
N/A N/A 95
55020
BlackBoxEngineering
Neutral MCP server for AgentEnvelope authority: sovereign verify + vault verify…
N/A N/A
55021
AletaIndex
Financial narrative intelligence for AI agents. Tracks how financial stories ev…
55022
tmlksu
MCP server for structural editing of Jupyter notebook cells (list, read, insert…
N/A N/A
55023
gabriel-herencia
postgres-mcp Claim
A self-hostable PostgreSQL MCP server for exploring database schemas and runnin…
55024
Juupeee
Provides seamless integration between MCP-compatible AI assistants and n8n work…
N/A N/A 95
55025
ProsodyAI
Exposes ProsodyAI documentation, SDK references, REST API reference (OpenAPI), …
55026
RimeetMavani
A system integrating two independent MCP servers for Google Calendar and Google…
55027
matamong
memmd-mcp Claim
A shared memory layer for AI agents — one memory.md synced across Claude Deskto…
N/A N/A
55028
ToDealMarket
Enables AI agents to perform local session-state checks for TDM, helping decide…
N/A N/A
55029
Mallet-Dev
Enables AI agents to edit video using text-based proxies, motion graphics via H…
N/A N/A
55030
lxmwaniky
chatkazi-mcp Claim
Bridges MCP clients with ChatKazi WhatsApp API, enabling AI models to manage Wh…
55031
Apex-Fusion
24 keyless tools for AI agents on Vector, the Apex Fusion eUTXO L2: wallets, co…
55032
pathrule
mcp Claim
AI coding context for Claude Code, Cursor, and Codex. Path-scoped team memories…
55033
antonio-mello-ai
mcp-slack Claim
Enables Slack integration with tools to list channels, read messages, and post …
N/A N/A
55034
yothunder
Enables browsing and preparing study materials from local documents (PDF, Markd…
N/A N/A
55035
brigsd
An MCP server that translates user messages from Portuguese to English and Clau…
N/A N/A
55036
VenkatAdena
Provides weather data including US alerts, US forecasts, and global 5-day forec…
55037
pipeworx-io
Access East Baton Rouge Parish open geospatial data (parcels, addresses, public…
55038
anshikasingh28072006
Enables offline multi-agent security orchestration by providing tools for netwo…
N/A N/A
55039
appNucleus
A FastMCP server providing web search, scraping, image extraction, and mail pla…
N/A N/A
55040
Bigsupe55
Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema marku…
N/A N/A 95
55041
sagar1012
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
55042
capabilityhostprotocol
chp Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
55043
ModelBound
mind-mcp Claim
Exposes a .mind/ folder to MCP agents, enabling reading files, searching memory…
N/A N/A
55044
zhouxiangjing
mcp-ssh Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
N/A N/A
55045
albert-mr
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
55046
rens1215
A safe and bounded AI-agent security testing framework that enables authorized …
N/A N/A
55047
cphoskins
MCP server for the Nimble CRM API, enabling management of contacts, deals, note…
55048
qurihara
MCP server for Cosense (formerly Scrapbox) that enables page creation, editing,…
55049
KleirRampage45
hydra-bridge Claim
Enables AI agents to control Hydra Launcher programmatically — search games, ma…
N/A N/A
55050
goofun
MCP server that exposes Volcengine OpenAPI as tools, enabling AI agents to inte…
Showing 55001–55050 of 66495 servers